Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "115"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 115 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 125 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 123 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 115, Node N11:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459942 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.686232 1.863197 1.149864 1.860358 0.536648 1.220869 -1.323144 -1.227279 0.6132 0.6284 0.4027 nan nan
2459941 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.407427 1.451124 1.236469 1.706909 0.276882 1.319887 -1.735333 -1.605356 0.5963 0.6172 0.4229 nan nan
2459940 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.255183 1.206271 0.920684 1.354753 -0.153329 1.059106 -1.621266 -1.818552 0.6022 0.6229 0.4194 nan nan
2459939 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.223543 1.205780 0.932771 1.488297 0.113699 0.960312 -1.556941 -1.816512 0.6110 0.6298 0.4159 nan nan
2459938 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.493727 1.445743 1.111854 1.792368 -0.047638 1.065548 -1.884122 -1.822457 0.6106 0.6318 0.4109 nan nan
2459937 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.268240 1.266206 1.030563 1.790530 0.070019 1.253317 -1.455933 -1.809780 0.6308 0.6591 0.3887 nan nan
2459936 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.822071 0.390765 1.438160 2.644342 0.799385 1.156442 0.041596 0.533944 0.7353 0.7566 0.2360 nan nan
2459935 not_connected 100.00% 87.61% 87.61% 0.00% - - 13.376817 13.662077 1.247195 1.637452 2.131416 3.155036 -1.393175 -1.680161 0.5397 0.5480 0.3618 nan nan
2459934 not_connected 100.00% 100.00% 100.00% 0.00% - - 19.946953 20.275693 1.499279 2.124583 0.751639 1.317651 -1.128513 -1.164719 nan nan nan nan nan
2459933 not_connected 100.00% 100.00% 100.00% 0.00% - - 16.016824 16.364103 1.626233 2.376200 0.721236 0.911515 -1.414068 -1.706279 nan nan nan nan nan
2459932 not_connected 100.00% 100.00% 100.00% 0.00% - - 18.701047 18.990237 1.434134 1.866418 -0.921083 0.305553 -2.133808 -3.034777 nan nan nan nan nan
2459931 not_connected 100.00% 100.00% 100.00% 0.00% - - 17.225288 17.666463 1.505727 2.359860 0.341955 1.226212 -1.238147 -1.674840 nan nan nan nan nan
2459930 not_connected 100.00% 100.00% 100.00% 0.00% - - 15.467205 15.776484 1.421860 1.857714 0.426919 1.092914 -0.714539 -1.328160 nan nan nan nan nan
2459929 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.102001 -0.491427 0.593986 1.420882 -0.270017 0.013712 -0.118418 0.115750 0.6781 0.6857 0.2478 nan nan
2459928 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.433786 1.610722 1.320118 2.112755 0.116915 1.176463 -1.695261 -1.542146 0.6004 0.6243 0.4136 nan nan
2459927 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.736938 3.040407 1.363691 1.786191 2.027683 -0.223488 -1.481550 -1.656094 0.5516 0.5642 0.3495 nan nan
2459926 not_connected 0.00% 0.00% 0.00% 0.00% - - -1.232916 -0.202900 -0.108110 0.519851 -1.483173 -1.116799 -1.085813 -1.314866 0.7551 0.7854 0.2300 nan nan
2459925 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.083746 0.321808 0.783308 1.565079 -1.449104 -0.718716 -0.588586 -0.405759 0.7015 0.6949 0.2918 nan nan
2459924 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.093311 1.355431 0.728290 1.669948 -0.507856 0.045543 -0.974652 -0.483293 0.6257 0.6522 0.3956 nan nan
2459923 not_connected 0.00% 0.00% 0.00% 0.00% - - -0.122981 0.902213 1.060475 1.624004 -0.855105 -0.177168 -0.423624 -0.658233 0.6720 0.6904 0.3664 nan nan
2459922 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.544522 1.384532 1.402153 1.837238 0.281425 1.420935 -1.320741 -1.118478 0.6088 0.6415 0.4282 nan nan
2459921 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.349112 1.190726 1.002074 1.167083 -0.314324 0.898823 -1.955503 -1.481898 0.6184 0.6455 0.4285 nan nan
2459920 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.035196 1.558149 0.604738 1.217012 0.073506 0.734429 -2.093779 -2.548348 0.6095 0.6354 0.4383 nan nan
2459919 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.145608 1.980763 1.018175 1.816337 -0.365831 2.060895 -2.138237 -2.659278 0.6092 0.6315 0.4110 nan nan
2459918 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.352686 2.383190 1.129388 2.031689 0.400396 0.532950 -1.689579 -1.998393 0.6277 0.6527 0.4142 nan nan
2459917 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459916 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.185988 2.090987 0.761068 1.766345 -0.247391 0.732006 -2.131268 -2.851640 0.6266 0.6553 0.4186 nan nan
2459915 not_connected 0.00% 0.00% 0.00% 0.00% - - 0.669411 2.549850 1.651528 2.853169 0.822426 1.579153 -1.133227 -1.636899 0.6629 0.6836 0.3800 nan nan
2459914 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.272459 1.053390 3.107305 2.416320 1.857978 0.884247 1.001708 -0.586534 0.6839 0.7109 0.3313 nan nan
2459913 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.656619 1.368902 2.644554 1.837534 2.041017 0.818345 -0.464363 -0.351977 0.6282 0.6466 0.4185 nan nan
2459912 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.253034 0.825287 2.132481 1.186865 1.966724 -0.414132 -2.706805 -0.826764 0.6117 0.6428 0.4239 nan nan
2459911 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.169983 1.010789 2.218944 1.458761 2.047594 -0.743174 -2.057928 -1.311996 0.6097 0.6418 0.4293 nan nan
2459910 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.331375 1.168835 2.114794 1.391630 2.087093 -0.384948 -1.783364 -1.042034 0.6139 0.6432 0.4261 nan nan
2459909 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.399013 1.140621 1.868348 1.117108 1.951107 -0.729596 -2.119745 -0.931554 0.6109 0.6419 0.4260 nan nan
2459908 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.536972 1.119771 1.853564 1.084864 1.347084 -0.828643 -2.235659 -1.192474 0.6160 0.6499 0.4232 nan nan
2459907 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.535537 1.263204 2.016035 1.173341 1.614274 -0.665996 -2.151984 -1.023038 0.6134 0.6477 0.4226 nan nan
2459906 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.564313 1.391444 2.664182 1.857315 2.051988 0.549964 -3.176125 -1.185455 0.6051 0.6393 0.4234 nan nan
2459905 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.424975 1.210568 2.427431 1.706440 2.582274 0.652507 -2.361738 -0.713764 0.5980 0.6368 0.4309 nan nan
2459904 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.392957 1.286706 2.920501 2.091367 1.590070 0.640668 -4.088122 -1.401185 0.6011 0.6367 0.4230 nan nan
2459903 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.517855 1.452474 2.458992 1.737236 1.654592 0.452544 -4.006036 -1.440923 0.6049 0.6392 0.4290 nan nan
2459902 not_connected 0.00% 0.00% 0.00% 0.00% - - 3.041667 1.773038 2.778681 2.148972 1.815695 0.354507 -2.102298 -1.150001 0.6119 0.6419 0.4201 nan nan
2459901 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.725971 1.379587 2.104196 1.345256 1.690160 -0.428316 -2.594886 -1.420799 0.6114 0.6397 0.4221 nan nan
2459900 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.925836 1.457994 2.121706 1.357312 2.348191 -0.323215 -2.532432 -1.265854 0.5519 0.5994 0.3595 nan nan
2459898 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.226478 0.967953 2.242312 1.465749 1.807617 0.651577 -3.084422 -0.983533 0.6130 0.6435 0.4215 nan nan
2459897 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.229254 0.988653 2.608020 1.626470 2.452533 0.389719 -3.247664 -1.249804 0.6178 0.6473 0.4209 nan nan
2459896 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.292813 1.172808 2.375446 1.646876 1.973744 0.594613 -2.017148 -1.209510 0.6198 0.6510 0.4204 nan nan
2459895 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.543469 0.597886 3.359984 2.755714 3.142105 1.184660 2.047000 0.687672 0.7164 0.7338 0.3084 nan nan
2459894 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.370941 0.838093 2.433020 1.519535 2.415397 0.264775 -2.855087 -1.607749 0.6315 0.6526 0.4061 nan nan
2459893 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.653681 1.014870 2.195776 1.353791 1.774782 0.077577 -3.445830 -1.668179 0.6298 0.6540 0.4089 nan nan
2459892 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.342298 1.055587 2.566986 1.743863 1.386228 0.087440 -2.979575 -1.598023 0.6249 0.6560 0.4093 nan nan
2459891 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.191373 0.777594 2.972441 1.965357 1.376240 0.326423 -2.818256 -1.237900 0.6180 0.6462 0.4136 nan nan
2459890 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.019793 0.734077 3.512033 2.711384 1.668679 -0.040996 -1.693529 -0.907442 0.6224 0.6441 0.4123 nan nan
2459889 not_connected 0.00% 0.00% 0.00% 0.00% - - 2.332960 0.936433 2.892423 1.868460 2.084394 0.646184 -4.041621 -2.011952 0.6307 0.6497 0.4075 nan nan
2459888 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.928162 0.784570 3.174010 2.425882 2.840338 1.064635 -0.776950 -0.642030 0.6459 0.6701 0.4020 nan nan
2459887 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.696562 0.687129 2.148606 1.678384 0.271320 0.239129 -2.046472 -0.943686 0.6303 0.6499 0.4128 nan nan
2459886 not_connected 0.00% 0.00% 0.00% 0.00% - - 1.115525 0.081522 2.431821 1.965080 1.597428 1.535878 0.751177 0.452947 0.6963 0.7019 0.3667 nan nan
2459885 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.114652 12.590414 37.053931 34.741758 5.727421 9.997169 11.480200 6.729366 0.6733 0.6400 0.3634 nan nan
2459884 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.913589 6.501066 3.105890 2.391894 1.474580 2.747460 -2.372074 -0.999781 0.6360 0.5948 0.4016 nan nan
2459883 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.774452 9.732130 32.351938 30.617186 2.890542 5.773046 -4.075189 -0.545124 0.6369 0.6060 0.3901 nan nan
2459882 not_connected 100.00% 0.00% 0.00% 0.00% - - 5.613895 17.273327 38.327970 35.387094 4.060487 6.822425 -1.858989 -0.490139 0.6391 0.6044 0.3891 nan nan
2459881 not_connected 100.00% 0.00% 0.00% 0.00% - - 3.725328 9.204704 42.958934 40.367248 8.305330 14.010207 -3.431364 5.491987 0.6868 0.6650 0.3339 nan nan
2459880 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.055816 11.406941 34.351055 32.636067 2.381791 4.404164 -2.384570 -0.835142 0.6344 0.6030 0.3985 nan nan
2459879 not_connected 100.00% 0.00% 0.00% 0.00% - - 1.027987 5.683802 0.472051 -0.152231 -1.913572 -1.641671 -3.014621 -1.315847 0.6191 0.5951 0.4109 nan nan
2459878 not_connected 100.00% 0.00% 0.00% 0.00% - - 4.056408 10.436130 41.923866 39.890094 4.428135 7.342421 -4.941709 -1.776676 0.6279 0.6084 0.4018 nan nan
2459841 not_connected 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 115: 2459942

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 1.863197 1.863197 0.686232 1.860358 1.149864 1.220869 0.536648 -1.227279 -1.323144

Antenna 115: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.706909 1.451124 0.407427 1.706909 1.236469 1.319887 0.276882 -1.605356 -1.735333

Antenna 115: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.354753 1.206271 0.255183 1.354753 0.920684 1.059106 -0.153329 -1.818552 -1.621266

Antenna 115: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.488297 1.205780 0.223543 1.488297 0.932771 0.960312 0.113699 -1.816512 -1.556941

Antenna 115: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.792368 1.445743 0.493727 1.792368 1.111854 1.065548 -0.047638 -1.822457 -1.884122

Antenna 115: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.790530 0.268240 1.266206 1.030563 1.790530 0.070019 1.253317 -1.455933 -1.809780

Antenna 115: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 2.644342 -0.822071 0.390765 1.438160 2.644342 0.799385 1.156442 0.041596 0.533944

Antenna 115: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 13.662077 13.662077 13.376817 1.637452 1.247195 3.155036 2.131416 -1.680161 -1.393175

Antenna 115: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 20.275693 19.946953 20.275693 1.499279 2.124583 0.751639 1.317651 -1.128513 -1.164719

Antenna 115: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 16.364103 16.364103 16.016824 2.376200 1.626233 0.911515 0.721236 -1.706279 -1.414068

Antenna 115: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 18.990237 18.990237 18.701047 1.866418 1.434134 0.305553 -0.921083 -3.034777 -2.133808

Antenna 115: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 17.666463 17.225288 17.666463 1.505727 2.359860 0.341955 1.226212 -1.238147 -1.674840

Antenna 115: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 15.776484 15.467205 15.776484 1.421860 1.857714 0.426919 1.092914 -0.714539 -1.328160

Antenna 115: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.420882 -0.491427 0.102001 1.420882 0.593986 0.013712 -0.270017 0.115750 -0.118418

Antenna 115: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 2.112755 1.610722 0.433786 2.112755 1.320118 1.176463 0.116915 -1.542146 -1.695261

Antenna 115: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 3.040407 3.040407 1.736938 1.786191 1.363691 -0.223488 2.027683 -1.656094 -1.481550

Antenna 115: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 0.519851 -0.202900 -1.232916 0.519851 -0.108110 -1.116799 -1.483173 -1.314866 -1.085813

Antenna 115: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.565079 0.083746 0.321808 0.783308 1.565079 -1.449104 -0.718716 -0.588586 -0.405759

Antenna 115: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.669948 0.093311 1.355431 0.728290 1.669948 -0.507856 0.045543 -0.974652 -0.483293

Antenna 115: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.624004 0.902213 -0.122981 1.624004 1.060475 -0.177168 -0.855105 -0.658233 -0.423624

Antenna 115: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 1.837238 1.384532 0.544522 1.837238 1.402153 1.420935 0.281425 -1.118478 -1.320741

Antenna 115: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 1.190726 0.349112 1.190726 1.002074 1.167083 -0.314324 0.898823 -1.955503 -1.481898

Antenna 115: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 1.558149 1.558149 0.035196 1.217012 0.604738 0.734429 0.073506 -2.548348 -2.093779

Antenna 115: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Temporal Variability 2.060895 0.145608 1.980763 1.018175 1.816337 -0.365831 2.060895 -2.138237 -2.659278

Antenna 115: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 2.383190 2.383190 0.352686 2.031689 1.129388 0.532950 0.400396 -1.998393 -1.689579

Antenna 115: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape nan nan nan inf inf nan nan nan nan

Antenna 115: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 2.090987 0.185988 2.090987 0.761068 1.766345 -0.247391 0.732006 -2.131268 -2.851640

Antenna 115: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Power 2.853169 0.669411 2.549850 1.651528 2.853169 0.822426 1.579153 -1.133227 -1.636899

Antenna 115: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 3.107305 2.272459 1.053390 3.107305 2.416320 1.857978 0.884247 1.001708 -0.586534

Antenna 115: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.656619 1.368902 2.656619 1.837534 2.644554 0.818345 2.041017 -0.351977 -0.464363

Antenna 115: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.253034 0.825287 2.253034 1.186865 2.132481 -0.414132 1.966724 -0.826764 -2.706805

Antenna 115: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.218944 1.010789 2.169983 1.458761 2.218944 -0.743174 2.047594 -1.311996 -2.057928

Antenna 115: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.331375 1.168835 2.331375 1.391630 2.114794 -0.384948 2.087093 -1.042034 -1.783364

Antenna 115: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.399013 1.140621 2.399013 1.117108 1.868348 -0.729596 1.951107 -0.931554 -2.119745

Antenna 115: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.536972 2.536972 1.119771 1.853564 1.084864 1.347084 -0.828643 -2.235659 -1.192474

Antenna 115: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.535537 1.263204 2.535537 1.173341 2.016035 -0.665996 1.614274 -1.023038 -2.151984

Antenna 115: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.664182 1.391444 2.564313 1.857315 2.664182 0.549964 2.051988 -1.185455 -3.176125

Antenna 115: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Temporal Variability 2.582274 1.210568 2.424975 1.706440 2.427431 0.652507 2.582274 -0.713764 -2.361738

Antenna 115: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.920501 1.286706 2.392957 2.091367 2.920501 0.640668 1.590070 -1.401185 -4.088122

Antenna 115: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.517855 1.452474 2.517855 1.737236 2.458992 0.452544 1.654592 -1.440923 -4.006036

Antenna 115: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 3.041667 3.041667 1.773038 2.778681 2.148972 1.815695 0.354507 -2.102298 -1.150001

Antenna 115: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.725971 2.725971 1.379587 2.104196 1.345256 1.690160 -0.428316 -2.594886 -1.420799

Antenna 115: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.925836 2.925836 1.457994 2.121706 1.357312 2.348191 -0.323215 -2.532432 -1.265854

Antenna 115: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.242312 0.967953 2.226478 1.465749 2.242312 0.651577 1.807617 -0.983533 -3.084422

Antenna 115: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.608020 0.988653 2.229254 1.626470 2.608020 0.389719 2.452533 -1.249804 -3.247664

Antenna 115: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.375446 1.172808 2.292813 1.646876 2.375446 0.594613 1.973744 -1.209510 -2.017148

Antenna 115: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 3.359984 1.543469 0.597886 3.359984 2.755714 3.142105 1.184660 2.047000 0.687672

Antenna 115: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.433020 0.838093 2.370941 1.519535 2.433020 0.264775 2.415397 -1.607749 -2.855087

Antenna 115: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape 2.653681 2.653681 1.014870 2.195776 1.353791 1.774782 0.077577 -3.445830 -1.668179

Antenna 115: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.566986 1.055587 2.342298 1.743863 2.566986 0.087440 1.386228 -1.598023 -2.979575

Antenna 115: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.972441 2.191373 0.777594 2.972441 1.965357 1.376240 0.326423 -2.818256 -1.237900

Antenna 115: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 3.512033 0.734077 2.019793 2.711384 3.512033 -0.040996 1.668679 -0.907442 -1.693529

Antenna 115: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.892423 2.332960 0.936433 2.892423 1.868460 2.084394 0.646184 -4.041621 -2.011952

Antenna 115: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 3.174010 0.784570 1.928162 2.425882 3.174010 1.064635 2.840338 -0.642030 -0.776950

Antenna 115: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.148606 0.687129 1.696562 1.678384 2.148606 0.239129 0.271320 -0.943686 -2.046472

Antenna 115: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 2.431821 1.115525 0.081522 2.431821 1.965080 1.597428 1.535878 0.751177 0.452947

Antenna 115: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 37.053931 12.590414 4.114652 34.741758 37.053931 9.997169 5.727421 6.729366 11.480200

Antenna 115: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 6.501066 6.501066 1.913589 2.391894 3.105890 2.747460 1.474580 -0.999781 -2.372074

Antenna 115: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 32.351938 9.732130 3.774452 30.617186 32.351938 5.773046 2.890542 -0.545124 -4.075189

Antenna 115: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 38.327970 17.273327 5.613895 35.387094 38.327970 6.822425 4.060487 -0.490139 -1.858989

Antenna 115: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 42.958934 9.204704 3.725328 40.367248 42.958934 14.010207 8.305330 5.491987 -3.431364

Antenna 115: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 34.351055 11.406941 4.055816 32.636067 34.351055 4.404164 2.381791 -0.835142 -2.384570

Antenna 115: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected nn Shape 5.683802 5.683802 1.027987 -0.152231 0.472051 -1.641671 -1.913572 -1.315847 -3.014621

Antenna 115: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Power 41.923866 10.436130 4.056408 39.890094 41.923866 7.342421 4.428135 -1.776676 -4.941709

Antenna 115: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
115 N11 not_connected ee Shape nan nan nan inf inf nan nan nan nan
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